How do I install the Meta Abstract Screener Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/meta-abstract-screener/SKILL.md and restart Claude Code. Both flows are detailed at https://claudskills.com/install/.

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

ClaudSkills / Science & Research / science-misc

Meta Abstract Screener

Category: Science & Research · Sub-category: science-misc · Last updated: 2026-05-21

type:review

Screens research papers based on title/abstract and inclusion criteria, providing a structured Yes/No/Maybe decision. Use when you need to filter literature for meta-analysis or systematic reviews.

From the source SKILL.md

This skill helps screen research papers by analyzing their titles and abstracts against specific inclusion/exclusion criteria. It follows a rigorous two-step process to ensure consistency and strictly excludes systematic reviews/meta-analyses unless otherwise specified.

What this skill does

Meta Abstract Screener is a community-contributed Claude Code skill in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/meta-abstract-screener/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when you need to filter literature for meta-analysis or systematic reviews.

Who uses this skill

The Meta Abstract Screener Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 69,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/meta-abstract-screener
curl -L https://claudskills.com/skills/meta-abstract-screener/SKILL.md \
  -o ~/.claude/skills/meta-abstract-screener/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/meta-abstract-screener/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/meta-abstract-screener/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\meta-abstract-screener\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Attribution & license

Source: https://github.com/aipoch/medical-research-skills
License: MIT
Author: aipoch

More Science & Research skills

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Browse all Science & Research skills → Top 100 skills

Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills. · What's New · Install guide · About · llms.txt

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Meta Abstract Screener

From the source SKILL.md

What this skill does

Who uses this skill

How to install

Manual install (2 steps)

One-click install via the desktop app

Attribution & license

More Science & Research skills

Categories

Use cases

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